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Overview of a Framework for Ubiquitous User Models Interoperability

  • María de Lourdes Martínez-VillaseñorEmail author
  • Miguel González-Mendoza
Conference paper
Part of the Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering book series (LNICST, volume 179)

Abstract

Researchers in the user modeling community have been interested in sharing and reuse profile information from heterogeneous sources. Ubiquitous user model interoperability allows enrichment of adaptive systems obtaining a better understanding of the user, and decreases the effort associated with creating a user model. We present a framework that enables the interoperability between profile suppliers and consumers with a mixed approach that consist in central ubiquitous user model ontology and a process of concept alignment. The central ontology is a flexible representation of a ubiquitous user model to cope with the dynamicity of a distributed multi-application environment that provides mediation between profile suppliers and consumers. The process of concept alignment automatically discovers the semantic mappings in order to interpret the information from heterogeneous sources and integrate them into a ubiquitous user model.

Keywords

User modeling interoperability User modeling Schema matching 

References

  1. 1.
    Carmagnola, F.: Handling semantic heterogeneity in interoperable distributed user models. In: Kuflik, T., Berkovsky, S., Carmagnola, F., Heckmann, D., Krüger, A. (eds.). LNCS, vol. 5830, pp. 20–36Springer, Heidelberg (2009). doi: 10.1007/978-3-642-05039-8_2 CrossRefGoogle Scholar
  2. 2.
    Berkovsky, S., Heckmann, D., Kuflik, T.: Addressing challenges of ubiquitous user modeling: between mediation and semantic integration. Adv. Ubiquit. User Model. 5830, 1–19 (2009)CrossRefGoogle Scholar
  3. 3.
    Carmagnola, F., Cena, F., Gena, C.: User model interoperability: a survey. User Model. User-adapt. Interact. 21(3), 285–331 (2011)CrossRefGoogle Scholar
  4. 4.
    de Martinez-Villaseñor, M.L.: Design and Implementation of a Framework for Ubiquitous User Model Interoperability. Ph.D. Thesis. Instituto Tecnológico y de Estudios Superiores de Monterrey, Campus Estado de México (2013)Google Scholar
  5. 5.
    van der Sluijs, K., Houben, G.-J.: A generic component for exchanging user models between web-based systems. Int. J. Contin. Eng. Educ. Life Long Learn. 16(1/2), 64–76 (2006)CrossRefGoogle Scholar
  6. 6.
    Carmagnola, F., Cena, F.: From interoperable user models to interoperable user modeling. In: Wade, V.P., Ashman, H., Smyth, B. (eds.) AH 2006. LNCS, vol. 4018, pp. 409–413. Springer, Heidelberg (2006). doi: 10.1007/11768012_60 CrossRefGoogle Scholar
  7. 7.
    Heckmann, D.: Ubiquitous user modeling. Saarland University, Saarland (2005)zbMATHGoogle Scholar
  8. 8.
    de Martinez-Villaseñor, M.L., Gonzalez-Mendoza, M.: An enhanced process of concept alignment for dealing with overweight and obesity. J. Univers. Comput. Sci. (2013)Google Scholar
  9. 9.
    Martinez-Villaseñor, M.D.L., Gonzalez-Mendoza, M., Hernandez-Gress, N.: Towards a ubiquitous user model for profile sharing and reuse. Sensors 12(10), 13249–13283 (2012)CrossRefGoogle Scholar
  10. 10.
    Martínez-Villaseñor, M.D.L.G., González-Mendoza, M.: Process of concept alignment for interoperability between heterogeneous sources. In: Mexican International Conference on Artificial Intelligence, pp. 311–320. Springer, Heidelberg, October 2012Google Scholar

Copyright information

© ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering 2017

Authors and Affiliations

  • María de Lourdes Martínez-Villaseñor
    • 1
    Email author
  • Miguel González-Mendoza
    • 2
  1. 1.Universidad Panamericana Campus MéxicoMéxicoMexico
  2. 2.Tecnológico de MonterreyAtizapán de ZaragozaMexico

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